Enterprise AI agents fail because they forget:
RAG retrieves documents but not decision logic, causing agents to act on expired rules. Decision context graphs ...
venturebeat.com/orchestration/enterprise-ai-agents-keep-failing-because-they-forget-what-they-learned
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AI agents can have accurate data — and still make the wrong business decision: Accurate data isn’t enough for AI agents. SAP’s Yaad Oren explains why business ...
venturebeat.com/orchestration/ai-agents-can-have-accurate-data-and-still-make-the-wrong-business-decision
One week left to apply for VB’s Agentic Infrastructure Stack Summit.
Inference costs, memory and context, orchestration, AI factories ... Show more
Agentic Infrastructure Stack Summit · Luma: About Event Smarter Agents Need More Memory. The Best Teams Will Use Less. The Agentic Infrastructure Stack Summit is ...
luma.com/69r7rj77
SAP: Acquisition: SAP is acquiring TechWolf to improve AI-powered HR software and develop new products to optimize talent. Closing date: 2026.
deraktionaer.de/artikel/aktien/sap-uebernahme-20411155.html
dlvr.it Oct 05
Cohere offers to put agents in lockdown mode with strict ACLs: Like OpenClaw but with access control
theregister.com/ai-and-ml/2026/10/05/cohere-offers-to-put-agents-in-lockdown-mode-with-strict-acls/5301219
Long-running AI agents quietly drop compliance rules, and bigger context windows won't fix it
venturebeat.com/orchestration/long-running-ai-agents-quietly-drop-compliance-rules-and-bigger-context-windows-wont-fix-it
Enterprise AI agents are only as reliable as the messiest documents behind them
venturebeat.com/orchestration/enterprise-ai-agents-are-only-as-reliable-as-the-messiest-documents-behind-them
Anthropic’s new Claude Tag update lets its Slack agent read the full conversation — and jump in unprompted
venturebeat.com/orchestration/anthropics-new-claude-tag-update-lets-its-slack-agent-read-the-full-conversation-and-jump-in-unprompted
Why SAP says enterprise AI agents need knowledge graphs and governance: At VB Transform 2026, Max McPhee, senior solution advisor at SAP, spoke with Rob ...
venturebeat.com/orchestration/why-sap-says-enterprise-ai-agents-need-knowledge-graphs-and-governance
Couchbase brings persistent agent memory to the edge | VentureBeat: Couchbase AI Data Plane combines persistent agent memory, vector search and an enterprise MCP ...
venturebeat.com/data/ai-agents-need-context-everywhere-they-run-even-where-the-cloud-cant-follow
Hypernetworks and AI agent autonomy explained | VentureBeat: Why AI agents stall in production: fine-tuning forgets, RAG leaks context. Hypernetworks generate a ...
venturebeat.com/orchestration/fine-tuning-forgets-rag-leaks-context-hypernetworks-build-the-model-your-agent-needs-on-demand
AWS Context knowledge graph learns from agents: AWS Context is a self-learning knowledge graph for enterprise data — it propagates agent-discovered relationships ...
venturebeat.com/data/aws-enters-the-context-layer-race-with-a-graph-that-learns-from-agents-not-manual-curation
Microsoft Build: Microsoft IQ and Rayfin take on enterprise AI data silos: Microsoft launched Microsoft IQ and Rayfin at Build 2026 to fix the context gap and ...
venturebeat.com/data/enterprise-ai-agents-keep-creating-data-silos-microsofts-build-answer-is-microsoft-iq-and-rayfin
LLM agent memory at 0.12% of model parameters: Researchers built delta-mem to give AI agents working memory at 0.12% parameter overhead ...
venturebeat.com/orchestration/a-0-12-parameter-add-on-gives-ai-agents-the-working-memory-rag-cant
Context architecture is replacing RAG in AI : Redis Iris launches as enterprises shift from RAG to runtime context — hybrid retrieval intent tripled in Q1 2026 ...
venturebeat.com/data/context-architecture-is-replacing-rag-as-agentic-ai-pushes-enterprise-retrieval-to-its-limits
The New Stack May 06
The company that made RAG mainstream is now betting against it: Pinecone just declared the RAG era over. Pinecone built the vector database category ...
thenewstack.io/pinecone-nexus-rag-obsolete/
AWS Quick's knowledge graph creates an orchestration blind spot: AWS Quick's desktop agent builds a personal knowledge graph from local files and SaaS tools ...
venturebeat.com/orchestration/aws-quicks-personal-knowledge-graph-is-making-orchestration-decisions-most-control-planes-cant-see
Show us your agents: VB Transform 2026 is looking for the most innovative agentic AI technologies
venturebeat.com/technology/calling-all-gen-ai-disruptors-of-the-enterprise-apply-now-to-present-at-transform-2026
github.com Mar 17
GitHub - srimallya/subgrapher: Subgrapher is a local-first semantic browser workspace where references become runnable memory apps with graph context ...
github.com/srimallya/subgrapher
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